A Forecasting Method of Kostiakov Infiltration Model Parameters Based on Back-Propagation Model

Chong Wen Cao; Gui Sheng Fan

doi:10.4028/www.scientific.net/AMR.610-613.2899

Paper Titles

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 610-613A Forecasting Method of Kostiakov Infiltration...

A Forecasting Method of Kostiakov Infiltration Model Parameters Based on Back-Propagation Model

Abstract:

Based on test data of field soil water infiltration, Back-propagation (BP) model of predicting Kostiakov infiltration model parameters was established after analyzing the primary influence factors of water infiltration model parameters. The results indicate that BP model can reflect the non-linear relationship between the model parameters and the physical parameters of the soil; BP model is high accuracy for prediction soil infiltration model parameters. It can be referred as a new method to predict soil infiltration process using soil physical parameters.

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Periodical:

Advanced Materials Research (Volumes 610-613)

Pages:

2899-2903

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.610-613.2899

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Online since:

December 2012

Authors:

Chong Wen Cao, Gui Sheng Fan

Keywords:

Back-Propagation Model, Infiltration Model Parameters, Nonlinear, Water Infiltration

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